Analyze PostgreSQL SQL logs for CockroachDB compatibility
Project description
crdb-sql-audit
A powerful CLI tool to extract, deduplicate, and analyze SQL logs for CockroachDB compatibility using a flexible, rule-based engine.
🚀 Features
- Works with any SQL dialect (PostgreSQL, MySQL, Oracle, etc.)
- Extracts SQL and function calls using customizable search terms (e.g.
execute,pg_) - Deduplicates repeated SQL statements from logs
- Analyzes SQL using a YAML-based rule engine
- Supports default compatibility rules (PostgreSQL ➜ CockroachDB)
- Allows custom rule sets via
--rules - Logs analysis output to both terminal and
crdb_sql_audit.log - Automatically detects SQL statement types (e.g. SELECT, DELETE)
- Friendly CLI with
--helpand--version - Export full reports in multiple formats:
.sql: Deduplicated queries.csv: Raw compatibility issue list.md: Developer-friendly Markdown report.html: Interactive browser report with sorting/filtering.png: Visual bar chart of issues
🖼 Sample Output
| Report Type | Preview |
|---|---|
| HTML | |
| Chart | |
| CSV | |
| SQL | |
| Markdown |
📦 Installation
Option A: Local Dev Install
git clone https://github.com/your-org/crdb-sql-audit.git
cd crdb-sql-audit
python -m venv venv
source venv/bin/activate
pip install .
Option B: Build via pyproject.toml
python -m build
pip install dist/crdb_sql_audit-0.2.0-py3-none-any.whl
🧪 Usage
crdb-sql-audit \
--dir /path/to/logs \
--terms execute,pg_ \
--out output/report
Additional Options
--rules Path to YAML rules file (optional, default: built-in PostgreSQL rules)
--help Show usage help
--version Show current version
Custom Rules Example
crdb-sql-audit \
--dir ./logs \
--terms execute,pg_ \
--rules ./rules/mysql_to_crdb.yaml \
--out output/mysql_report
💡 This tool supports auditing any SQL dialect — just provide a rule set for your source database (e.g., PostgreSQL, MySQL, Oracle).
📁 Output
output/
├── report.sql # Deduplicated SQL
├── report.csv # Compatibility issues
├── report.md # Markdown summary
├── report.html # Interactive dashboard
├── report_chart.png # Visual chart of issues
├── crdb_sql_audit.log # Full run log
🧹 Preparing Your Log Files
To analyze SQL logs effectively, we recommend the following preprocessing steps:
1. Extract SQL-related Lines
grep "execute" app.log > sql_only.log
# or to include pg_ built-in function usage:
grep -E "execute|pg_" app.log > sql_only.log
2. Split Into Manageable Chunks (Optional but Recommended)
split -b 50M sql_only.log chunks/sql_chunk_
3. Run the Audit
crdb-sql-audit --dir chunks --terms execute,pg_ --out output/report
📚 Rule Engine Format
Rules are written in YAML and matched against each SQL line. Example:
- id: malformed_dml_statements
match: '^(SELECT|INSERT|UPDATE|DELETE FROM)\s*$'
message: "Possibly malformed or incomplete SQL statement"
level: warning
tags: [syntax]
- id: special_char_in_identifier
match: '"[^"]+#NAU"'
message: "Table name contains unsupported special character (#NAU)"
level: error
tags: [table, identifier]
- id: pg_builtins
match: '^.*\bpg_\w+\s*\(.*$'
message: "PostgreSQL pg_* function not supported in CockroachDB"
level: error
tags: [function]
- id: low_token_sql
match: '^(\S+\s*){1,2}$'
message: "Extremely short SQL likely malformed"
level: warning
tags: [syntax]
📦 Multiple rule sets can be created to target different SQL dialects (e.g.,
postgres_to_crdb.yaml,mysql_to_crdb.yaml, etc.)
🧪 Validate Your Regex Rules
🔍 Online (Recommended)
Use regex101.com to test your patterns:
- Set the flavor to Python
- Paste your rule into the regex field
- Paste a sample SQL line into the test area
🐍 In Python
You can also test your rules directly:
import re
pattern = re.compile(r'^.*\bpg_\w+\s*\(.*$', re.IGNORECASE)
sql = "SELECT pg_backend_pid()"
print(bool(pattern.search(sql))) # ✅ True
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